Vision-Based Activity Recognition for Unobtrusive Monitoring of the Elderly in Care Settings by Rahmat Ullah, Ikram Asghar, Saeed Akbar, Gareth Evans, Justus Vermaak, Abdulaziz Alblwi, Amna Bamaqa

“…The system integrates a frame differencing algorithm with adjustable sensitivity parameters and an anomaly detection model tailored to identify deviations from individual behavior patterns without relying on large volumes of labeled data. The system was validated through real-world deployments across multiple care home rooms, demonstrating significant improvements in emergency response times and ensuring resident privacy through anonymized frame differencing views. …”
Get full text

A Dynamic Hill Cipher with Arnold Scrambling Technique for Medical Images Encryption by Yuzhou Xi, Yu Ning, Jie Jin, Fei Yu

“…Cryptography ensures secure communication and data privacy, and it has been increasingly applied in healthcare and related areas. …”
Get full text

Research Progress on Ambient Visual Information Analysis and Perception Measurement Methods for Motion Vision by Haipeng ZHU, Yuhang KONG, (JPN) OHNO Ryuzo

“…Despite the promising applications of machine learning in subjective perception research, challenges such as data annotation difficulties, context dependence, and privacy concerns still persist.ConclusionThe research demonstrates the advantages of using panoramic images in capturing comprehensive visual information in both static and dynamic environments, offering a more accurate representation of spatial relationships and overcoming traditional limitations. …”
Get full text

A distributed robust state estimation method based on alternating direction method of multipliers for integrated electricity‐heat system by Yanbo Chen, Yulong Gao, Zhe Fang, Jiaqi Li, Zhenda Hu, Yichao Zou, Jin Ma, Chunlai Li, Qinze Xiao, Zeyu Chen

“…Simulations demonstrate that the proposed method has higher estimation accuracy in both general and strongly correlated adverse data tests and also can ensure data privacy, good robustness and high estimation accuracy. …”
Get full text

E-HAILING SERVICES IN MALAYSIAâ€: A SNAPSHOT OF LEGAL ISSUES AND RISKS

“…The data were structured using theme analysis to generate a discussion narrative regarding e-hailing services in Malaysia, taking into consideration multiple viewpoints on the regulatory framework, legal concerns, and risks of this industry. …”
Get full text

Features of Structured, One-to-One Videoconference Interventions That Actively Engage People in the Management of Their Chronic Conditions: Scoping Review by Yu-Ting Chen, Michelle Lehman, Toni Van Denend, Jacqueline Kish, Yue Wu, Katharine Preissner, Matthew Plow, Tanya L Packer

“…Studies reporting assessment or routine care were excluded. Extracted text data were analyzed using thematic analysis and published taxonomies. …”
Get full text

Porter Diamond Model and Internationalization of Fintechs by Nahidah Naser

“…However, due to the lack of transparency data gathering, supervisions and regulations of Fintechs, policies, privacy, cybercrimes, the impact of Fintechs on the financial market and economic stability are yet to be thoroughly examined and evaluated. …”
Get full text

The Potential for Large Language Models to Transform Cardiovascular Medicine (Russian Translation) by Quer, G., Topol, E.J.

“…Potential risks, such as loss of data privacy or potential diagnostic errors, should be addressed before use in clinical practice. …”
Get full text

The Impact of Banking Digitalization on Customer Satisfaction and Loyalty in BPRs: Systematic Literature Review by Maulana Yusup

“…Conclusion: The study highlights that the main challenge in rural areas is resistance to digitalization due to low digital literacy and concerns over data privacy. It recommends that BPRs prioritize digital literacy programs, ensure system transparency and security, and combine physical and digital services. …”
Get full text

Electronic medical records sharing solution based on Hyperledger Fabric by CHEN Jiali, MA Ziqiang, MIAO Li, LI Bingyu, YUE Xiaolin

“…Simultaneously, parties involved in secret sharing collaborate to recover keys and decrypt the records.The document comprehensively discusses the security aspects of this solution, ensuring that EMR can withstand various attacks during storage and sharing, thus guaranteeing data integrity and privacy. Compared to other secret sharing schemes, this solution demonstrates better theoretical time complexity, providing an efficient and reliable solution for secure storage and multi-party sharing of EMR.…”
Get full text

BSVA: blockchain-enabled secured vertical aggregation algorithm for transactions management in drug traceability framework by P. Bhuvaneshwari, Y. Harold Robinson, M. Bagya Lakshmi

“…The Certificate Authority is used to maintain a secure data-sharing process. The robust aggregation is used for the local models to process the chain code, ensuring the successful execution of the secured transaction. …”
Get full text

Interior design assistant algorithm based on indoor scene analysis by Lu Zhang

“…The proposed indoor scene analysis algorithm using color images as privileged information significantly improves the accuracy of indoor scene analysis and reduces reliance on manually annotated data. …”
Get full text

Health Information Exchange Usage in Japan: Content Analysis of Audit Logs by Jun Suzumoto, Yukiko Mori, Tomohiro Kuroda

“…ObjectiveThis study aimed to identify the types of medical data that are frequently viewed on demand using HIEs in Japan. …”
Get full text

Customer Satisfaction on Digital Banking Services: Evidence from Islamic Financial Institutions in Sri Lanka by Hayathu Mohamed Ahamed Hilmy, Iqbal Saujan

“…For clarity, the results were displayed in bar graphs and pie charts using Microsoft Excel. The study evaluated service quality factors using Pearson correlation to examine the relationship between customer satisfaction (dependent variable) and independent variables (Efficiency, system availability, Ease of use, privacy, responsiveness).…”
Get full text

Mitochondrial disease registries worldwide: A scoping review. by Ammanie Abdul-Fatah, Leila Esmaeilisaraji, Crisel Mae Juan, Martin Holcik

“…These include establishing registry objectives, respecting patients and their roles in the registry, adopting international data standards, data evaluations, and considerations to privacy legislation, among others. …”
Get full text

The potential of machine learning in diagnosing neurological and psychiatric diseases: a review by Claudia Ricetti, Luca Carrara, Davide La Torre

“…However, certain challenges persist, including concerns about data quality, patient privacy and the ethical implications of algorithmic decisions. …”
Get full text

Generalization challenges in video deepfake detection: methods, obstacles, and technological advances by LI Junjie, WANG Jianzong, ZHANG Xulong, QU Xiaoyang

“…However, its widespread use and decreasing costs pose serious threats to personal privacy and social trust. …”
Get full text

Personalized Mobile Health for Elderly Home Care: A Systematic Review of Benefits and Challenges by Shahrbanoo Pahlevanynejad, Sharareh R. Niakan Kalhori, Meysam Rahmani Katigari, Rahil Hosseini Eshpala

“…The results indicated that 25% of the challenges were related to privacy, cybersecurity, and data ownership (10%), technology (7.5%), and implementation (7.5%). …”
Get full text

Reinventing Cybersecurity Internships During the COVID-19 Pandemic by Lori L. Sussman

“…The goal is to reach out to underrepresented populations who may use Federal Work-Study (FWS) or grant sponsored internships to participate. …”
Get full text

Generalization challenges in video deepfake detection: methods, obstacles, and technological advances by LI Junjie, WANG Jianzong, ZHANG Xulong, QU Xiaoyang

“…However, its widespread use and decreasing costs pose serious threats to personal privacy and social trust. …”
Get full text